Run
572732

Run 572732

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 11-05-2016 by Rafael Gomes Mantovani
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Flow

classif.glmnet(5)Learner classif.glmnet from package(s) glmnet.
classif.glmnet(5)_openml.seed1
classif.glmnet(5)_openml.kindMersenne-Twister
classif.glmnet(5)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.892
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9665
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.855
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2727.7011
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.032
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Number of instances
3279
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9684
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.968
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.968
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1329
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1789
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5157
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
172.582
UserCPU time millis testing
0.814
UserCPU time millis training
171.768